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Closed-form formulas vs. PDE based numerical solution for the FRAP data processing: Theoretical and practical comparison

机译:FRAP数据处理的封闭式公式与基于PDE的数值解决方案:理论和实际比较

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摘要

Fluorescence recovery after photobleaching (FRAP) is a widely used method to analyze (usually using fluorescence microscopy) the mobility of either fluorescently tagged or autofluorescent (e.g., photosynthetic) proteins in living cells. The FRAP method resides in imaging the recovery of fluorescence intensity over time in a region of interest previously bleached by a high-intensity laser pulse. While the basic principles of FRAP are simple and the experimental setup is usually fixed, quantitative FRAP data analysis is not well developed. Different models and numerical procedures are used for the underlying model parameter estimation without knowledge of how robust the methods are, i.e., the parameter inference step is not currently well established.
机译:光漂白后的荧光恢复(FRAP)是一种广泛用于分析(通常使用荧光显微镜)活细胞中荧光标记或自发荧光(例如光合)蛋白的迁移率的方法。 FRAP方法在于对在先前被高强度激光脉冲漂白的目标区域中荧光强度随时间的恢复进行成像。尽管FRAP的基本原理很简单,并且实验设置通常是固定的,但定量FRAP数据分析还没有得到很好的发展。在不知道该方法的鲁棒性的情况下,不同的模型和数值过程被用于基础模型参数估计,即,当前尚不能很好地确定参数推断步骤。

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